Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces-Reference-Cited by-同舟云学术

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Optimal rates for spectral algorithms with least-squares regression over Hilbert spaces

Published:2020-05 Issue:3 Volume:48 Page:868-890
ISSN:1063-5203
Container-title:Applied and Computational Harmonic Analysis
language:en
Short-container-title:Applied and Computational Harmonic Analysis

Author:

Lin Junhong^ORCID,Rudi Alessandro,Rosasco Lorenzo,Cevher Volkan

Funder

Office of Naval Research

Hasler Foundation

European Research Council

Publisher

Elsevier BV

Subject

Applied Mathematics

Reference33 articles.

1. On regularization algorithms in learning theory;Bauer;J. Complexity,2007

2. Double operator integrals in a Hilbert space;Birman;Integral Equations Operator Theory,2003

3. Optimal learning rates for regularization operators in learning theory;Caponnetto,2006

4. Optimal rates for the regularized least-squares algorithm;Caponnetto;Found. Comput. Math.,2007

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